2 papers
cs.LG2026
Identifiable World Models from Pretrained Diffusion Representations
Ruchi Sandilya, Conor Liston, Logan Grosenick
Diffusion-based world models can generate and predict trajectories in high-dimensional dynamical systems, but predictive accuracy does not imply that their latent coordinates recov…
cs.LG2025
Learning to Route: Per-Sample Adaptive Routing for Multimodal Multitask Prediction
Marzieh Ajirak, Oded Bein, Ellen Rose Bowen +5
We propose a unified framework for adaptive routing in multitask, multimodal prediction settings where data heterogeneity and task interactions vary across samples. Motivated by ap…